線性代數
Linear Algebra
| 節 | 週三 |
|---|---|
3 10:10–11:00 | 線性代數 EC114（光復） 2 節連堂 |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
Course outline: This is an introductory course in Linear Algebra with emphasis on basic knowledge and concepts. Course objectives: Solve the linear equation Ax=b by Gaussian elimination and Gaussian-Jordan elimination. Proof the properties of matrices and determinants and use them in solving problems. Describe and explain vector spaces: basis, dimension, change of basis, and solve linear equations. Apply eigendecomposition and singular vector decomposition and differentiate their strengths. Formulate a real-world problem as a linear algebra problem and evaluate the performance of the linear algebra solution.
High-school level mathematics and understanding in vector, matrix, and linear equations.
無備註
1) All registered and waitlisted students must attend the first class. Students who do not attend the first class may be withdrawn as 'no-shows.' 2) Limited additional enrollments will be available at the end of the first class. If enrollment reaches the classroom capacity (110 seats), no manual enrollments will be available. 3) Lectures, quizzes, and presentations will take place in the physical classroom. 4) Additional lectures will be delivered via pre-recorded videos. 5) Non-attendance in class may result in grade deductions.
Participation: 10% Assignment: 30% Quiz: 30% Project: 30%
教師未提供此項資料
| 週次 | 主題 |
|---|---|
| 第 1 週 | Course introduction Solving Linear Equations 2024-09-04(三) |
| 第 2 週 | Solving Linear Equations 2024-09-11(三) |
| 第 3 週 | Vector Spaces and Subspaces 2024-09-18(三) |
| 第 4 週 | Vector Spaces and Subspaces 2024-09-25(三) |
| 第 5 週 | Vector Spaces and Subspaces 2024-10-02(三) |
| 第 6 週 | Projection 2024-10-09(三) |
| 第 7 週 | Projection 2024-10-16(三) |
| 第 8 週 | Orthogonality 2024-10-23(三) |
| 第 9 週 | Orthogonality 2024-10-30(三) |
| 第 10 週 | Determinants 2024-11-06(三) |
| 第 11 週 | Eigenvalues and Eigenvectors 2024-11-13(三) |
| 第 12 週 | No class on University Sports Day 2024-11-20(三) |
| 第 13 週 | Eigenvalues and Eigenvectors 2024-11-27(三) |
| 第 14 週 | Singular Value Decomposition 2024-12-04(三) |
| 第 15 週 | Singular Value Decomposition 2024-12-11(三) |
| 第 16 週 | Design project presentation 2024-12-18(三) |
(Optional) Introduction to Linear Algebra, 4th ed., Gilbert Strang Linear Algebra with Applications, 8th ed., Steven J. Leon
- 地點
- EC240
- 時間
- 8:20-9:20 AM Thursday
- 聯絡方式
- Chun-Shu Wei (wei@nycu.edu.tw) TAs: Chi-Min Chang 張棋閔 (daniel14120115@gmail.com); Jen-Wei Lai 賴壬威 (jefflai901003@gmail.com)